Probability X Greater 2.5
1. **Problem statement:** Given the joint density function
$$f(x,y) = k(2x + y), \quad 2 < x < 6,\ 0 < y < 5$$
and zero otherwise, find (c) $P(X > 2.5)$.
2. **Recall:** Probability that $X > 2.5$ is found by integrating the joint density over $x > 2.5$ and the entire range of $y$:
$$P(X > 2.5) = \int_{2.5}^{6} \int_{0}^{5} f(x,y) \, dy \, dx.$$
First, we need $k$ from part (a) to normalize the density.
3. **Find $k$:** From (a), the total integral over $2 < x < 6$ and $0 < y < 5$ equals 1:
$$\int_{2}^{6} \int_0^{5} k(2x + y) \, dy \, dx = 1.$$
Integrate w.r.t $y$:
$$\int_0^{5} (2x + y) \, dy = 2x\cdot 5 + \frac{5^2}{2} = 10x + 12.5.$$
Thus,
$$k \int_2^6 (10x + 12.5) dx = 1.$$
Integrate w.r.t $x$:
$$\int_2^6 (10x + 12.5) dx = 5x^2 + 12.5x \Big|_2^6 = (5 \times 36 + 75) - (5 \times 4 + 25) = (180 + 75) - (20 + 25) = 255 - 45 = 210.$$
So,
$$k \times 210 = 1 \implies k = \frac{1}{210}.$$
4. **Calculate $P(X > 2.5)$:**
$$P(X > 2.5) = \int_{2.5}^6 \int_0^5 \frac{1}{210}(2x + y) \, dy \, dx.$$
Integrate w.r.t $y$:
$$\int_0^5 (2x + y) dy = 10x + 12.5$$
So,
$$P(X > 2.5) = \frac{1}{210} \int_{2.5}^6 (10x + 12.5) dx.$$
Integrate w.r.t $x$:
$$\int_{2.5}^6 (10x + 12.5) dx = 5x^2 + 12.5x \Big|_{2.5}^6 = (5 \times 36 + 75) - (5 \times 6.25 + 31.25) = (180 + 75) - (31.25 + 31.25) = 255 - 62.5 = 192.5.$$
Finally,
$$P(X > 2.5) = \frac{192.5}{210} = \frac{385}{420} = \frac{11}{12} \approx 0.9167.$$
**Answer:**
$$P(X > 2.5) = \frac{11}{12} \approx 0.9167.$$